Awesome Python Roadmaps

Awesome Roadmaps

As we are not interested in reinventing the wheel, we recommend you follow the following roadmaps to ace your career as a Python Software Engineer in each career path you would like to work which can be done via Python programming language.

Awesome Python Roadmaps

• Basic Knowledge

  • Computer Science Roadmap
  • Python Developer Roadmap

• Career Path

  • Backend Developer Roadmap
  • Software Design and Architecture Roadmap
  • Data Sciecnce Roadmap
  • Machine Learning Roadmap
  • Deep Learning Roadmap
  • Data Engineer Roadmap
  • Big Data Engineer Roadmap
  • System Design Roadmap
  • Software Architect Roadmap

Resources

The following resources include books, videos, articles, etc. collected by DjangoEx community is recommended. Feel free to contribute and add awesome resources.

• Prerequisites
  • Algorithms and Data Structures
  • System Design
  • Git
  • Operating System
  • Virtual Environment
  • Python
• Career Path
  • Backend
  • Data Science
  • Machine Learning
  • Deep Learning
  • Neural Networks
  • Image Processing
  • DevOps
  • Hacking
  • Algorithmic Trading
  • Bot
• Advanced Topics
  • Databases
  • ORM
  • Clean Code
  • Clean Architecture
  • Caching
  • Testing
  • Container Platforms
  • Programming Paradigms
  • Architectural Patterns
  • Design Principles
  • Design Patterns
  • Message Brokers
  • WSGI Servers
  • ASGI Servers
  • Web Servers
  • API
  • Availability and Reliability
  • Distributed Systems
  • Reactive Systems
  • Refactoring
  • Security
  • Monitoring
  • Soft Skill
  • Public Cloud
  • IoT

Contribution

Before you head over, read the Contribution Guide first. You are new to contribution process? For more information about the steps and guides, check out the First Contribution Guide.